An analyte monitoring device includes an electric power source, an analyte sensor, and sensor electronics. The analyte sensor includes a plurality of electrodes, including an in vivo portion of the analyte sensor configured for fluid contact with a bodily fluid under a skin layer. The sensor electronics includes a data processing section configured to process one or more signals received from the analyte sensor.